Diagnose and fix Customer.io common errors. Use when troubleshooting API errors, delivery issues, or integration problems with Customer.io. Trigger with phrases like "customer.io error", "customer.io not working", "debug customer.io", "customer.io issue".
| Condition | Safe response | |---|---| | Authentication or authorization fails | Verify the scoped secret reference and workspace/region; rotate/revoke through the secret manager if exposure is suspected. | | Delivery event is missing | Check identifier, consent, suppression, and event ordering before replaying anything. | | Rate limit or transient error occurs | Apply documented backoff and idempotency; do not flood retries or disable limits. | | Payload contains sensitive attributes | Redact diagnostics and validate the data contract before retrying. |
For a failed event, record its opaque correlation ID, status class, and destination environment. Confirm the profile ID, consent state, and idempotency key, then replay one sanitized test event only after the underlying failure is resolved.
Diagnose and fix the most frequent Customer.io integration errors: API status codes, SDK exceptions, delivery failures, campaign trigger issues, and transactional message problems.
| Code | Meaning | Retryable | Action |
|------|---------|-----------|--------|
| 200 | Success | N/A | No action needed |
| 400 | Bad Request | No | Fix request payload — see details below |
| 401 | Unauthorized | No | Check API credentials |
| 403 | Forbidden | No | API key lacks permission for this endpoint |
| 404 | Not Found | No | Check endpoint URL or resource ID |
| 408 | Request Timeout | Yes | Retry with backoff |
| 422 | Unprocessable Entity | No | Validation error — check required fields |
| 429 | Rate Limited | Yes | Back off, respect Retry-After header |
| 500 | Internal Server Error | Yes | Retry with exponential backoff |
| 503 | Service Unavailable | Yes | Check status.customer.io, retry later |
// WRONG — mixing up API key types
import { TrackClient, APIClient, RegionUS } from "customerio-node";
// Track API uses Site ID + Track API Key (Basic Auth)
const cio = new TrackClient(siteId, trackApiKey, { region: RegionUS });
// App API uses App API Key (Bearer Auth) — DIFFERENT key
const api = new APIClient(appApiKey, { region: RegionUS });
// Common mistake: using Track API key for App API client
// const api = new APIClient(trackApiKey); // WRONG — will get 401
Fix: Verify you're using the right key type. Track API credentials are under "Tracking API Key" in Settings. App API key is under "App API Key" — it's a separate bearer token.
// WRONG — Customer.io expects Unix seconds, not milliseconds
await cio.identify("user-1", {
created_at: Date.now(), // 1704067200000 — TOO LARGE
});
// CORRECT — divide by 1000
await cio.identify("user-1", {
created_at: Math.floor(Date.now() / 1000), // 1704067200
});
Customer.io silently accepts millisecond timestamps but interprets them as dates thousands of years in the future, breaking segment conditions and campaign triggers.
// WRONG — event name doesn't match dashboard
await cio.track("user-1", { name: "SignedUp", data: {} });
// Dashboard expects: "signed_up" (case-sensitive)
// CORRECT — exact match, snake_case
await cio.track("user-1", { name: "signed_up", data: {} });
Checklist:
identify() first)import { APIClient, SendEmailRequest, RegionUS } from "customerio-node";
const api = new APIClient(process.env.CUSTOMERIO_APP_API_KEY!, {
region: RegionUS,
});
// Common 422 errors:
// 1. Wrong transactional_message_id
const request = new SendEmailRequest({
to: "user@example.com",
transactional_message_id: "999", // Must exist in dashboard
message_data: { name: "Jane" },
identifiers: { id: "user-123" },
});
// 2. Missing required message_data fields
// If template uses {{ data.reset_url }}, message_data must include reset_url
// 3. Invalid email address
// "to" must be a valid email format
// Implement backoff when you hit 429
async function withBackoff<T>(fn: () => Promise<T>, maxRetries = 3): Promise<T> {
for (let i = 0; i <= maxRetries; i++) {
try {
return await fn();
} catch (err: any) {
if (err.statusCode === 429 && i < maxRetries) {
// Respect Retry-After header if present, otherwise exponential backoff
const retryAfter = err.headers?.["retry-after"];
const delay = retryAfter
? parseInt(retryAfter) * 1000
: Math.pow(2, i) * 1000 + Math.random() * 500;
console.warn(`Rate limited. Retrying in ${delay}ms...`);
await new Promise((r) => setTimeout(r, delay));
continue;
}
throw err;
}
}
throw new Error("Max retries exceeded");
}
// Usage
await withBackoff(() => cio.identify("user-1", { email: "user@example.com" }));
// WRONG — EU account hitting US endpoint
const cio = new TrackClient(siteId, apiKey, { region: RegionUS });
// Returns 401 because credentials are for EU workspace
// CORRECT
import { RegionEU } from "customerio-node";
const cio = new TrackClient(siteId, apiKey, { region: RegionEU });
Diagnostic checklist:
email attribute? (Check People > user profile)# Test Track API authentication
curl -s -w "\nHTTP %{http_code}\n" \
-u "$CUSTOMERIO_SITE_ID:$CUSTOMERIO_TRACK_API_KEY" \
-X PUT "https://track.customer.io/api/v1/customers/test-diag" \
-H "Content-Type: application/json" \
-d '{"email":"diag@example.com"}'
# Test App API authentication
curl -s -w "\nHTTP %{http_code}\n" \
-H "Authorization: Bearer $CUSTOMERIO_APP_API_KEY" \
"https://api.customer.io/v1/campaigns"
# Check Customer.io status
curl -s "https://status.customer.io/api/v2/status.json" | python3 -m json.tool
// Centralized error handler for Customer.io operations
async function safeCioCall<T>(
operation: string,
fn: () => Promise<T>
): Promise<T | null> {
try {
return await fn();
} catch (err: any) {
const code = err.statusCode ?? err.status ?? "unknown";
console.error(`CIO ${operation} failed [${code}]:`, err.message);
// Alert on auth errors — likely misconfiguration
if (code === 401 || code === 403) {
console.error("AUTH ERROR: Check API credentials immediately");
}
// Don't crash the app for tracking failures
return null;
}
}
// Usage — never crashes your app
await safeCioCall("identify", () =>
cio.identify("user-1", { email: "user@example.com" })
);
After resolving errors, proceed to customerio-debug-bundle for comprehensive debug reports.
下载完整 Skill 目录,包含 SKILL.md 及所有相关文件
Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Start voice calls via the OpenClaw voice-call plugin.
Notion API for creating and managing pages, databases, and blocks.
Gemini CLI for one-shot Q&A, summaries, and generation.
Category:developer